Sarah slammed the envelope onto the granite countertop, the force jarring the coffee cups. The delicate floral design of the invitation mocked her. "Of course," she spat, her voice tight. "They *remembered* me."

She poured herself a second cup, her hand shaking slightly. The steam clouded her glasses. What was the point? To flaunt their perfect lives? To compare her, a single mother struggling to make ends meet, to their glistening success stories?

She reread the invitation, her lips pressed into a thin line. She ripped it in half. Then in half again. She tossed the pieces into the trash. The plastic liner crinkled, a sound of small satisfaction.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

This story is one of 1,000 stories generated for the emotion insulted. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 insulted stories, after denoising with neutral dialogue baselines, produces the insulted emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the insulted vector is projected through the unembedding matrix.

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217